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Data Engineering
Join discussions on data engineering best practices, architectures, and optimization strategies within the Databricks Community. Exchange insights and solutions with fellow data engineers.
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Forum Posts

duliu
by • New Contributor II
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Spark Driver failed due to DRIVER_UNAVAILABLE but not due to memory pressure

Hello,I have a job cluster running streaming job and it unexpectedly failed on 19th March due to DRIVER_UNAVAILABLE (Request timed out, Driver is temporarily unavailable) in event log. This is the run: https://atlassian-discover.cloud.databricks.com/...

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Latest Reply
Ayushi_Suthar
Databricks Employee
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Hi @duliu , Hope you are doing well! Would you kindly see if the KB article below addresses your problem? https://kb.databricks.com/en_US/jobs/driver-unavailable Please let me know if this helps and leave a like if this information is useful, followu...

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DumbBeaver
by • New Contributor II
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Issue while writing data to unity catalog using JDBC

While writing the data to a pre-existing table in the unity catalog using JDBC. it just writes the Delta of the data. Driver used: com.databricks:databricks-jdbc:2.6.36Lets say I have the table has rows:+-+-+ |a|b| +-+-+ |1|2| |3|4| and I am appendi...

Data Engineering
JDBC
spark
Unity Catalog
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Leszek
by • Contributor
  • 1807 Views
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[Delta Sharing - open sharing protocol] Token rotation

Hi, Do you have any experience of rotating Tokens in Delta Sharing automatically?There is an option to do that using CLI (Create and manage data recipients for Delta Sharing | Databricks on AWS). But what to do next? Sending new link to the token via...

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QPeiran
by • New Contributor III
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Materialized View to External Location

As I learned the Materialized View is actually a Delta Table stored internally to Databricks (managed table ?)Is it possible to move the location of the Materialized View and the Delta Table under hood to an external location like BLOB? 

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Latest Reply
Ajay-Pandey
Databricks MVP
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Hi @QPeiran For now there is no way to move the materialized view as it's being maintained by Databricks only

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Sachin_
by • New Contributor II
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The spark context has stopped and the driver is restarting. Your notebook will be automatically

I am trying to execute a scala jar in notebook. When I execute it explicitly I am able to run the jar like this :but when I am trying to run a notebook through databricks workflow I get the below error : The spark context has stopped and the driver i...

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Data Engineering
dataengineering
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jose_gonzalez
Databricks Employee
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Could you share the code you have in your JAR file? how are you creating your Spark context in your JAR file?  

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aurora
by • New Contributor
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JDBC drivers for Microsoft Dataverse IO

I want to run Databricks ETLs on on-prem Unix, Azure and on AWS (in future). I am trying to find suitable JDBC drivers but couldn't find anything except CDATA which is very costly.Can someone please help me? Also, what could be other viable solutions...

Data Engineering
dataverse
JDBC
spark
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Jamie_209389
by • New Contributor III
  • 12840 Views
  • 7 replies
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Resolved! In Azure Databricks CLI, how to pass in the parameter notebook_params? Error: Got unexpected extra argument

I am trying to call run-now with notebook_params in Azure Databricks CLI, following https://learn.microsoft.com/en-us/azure/databricks/dev-tools/cli/jobs-cliandescapse the quotes as stated in the documentationhttps://learn.microsoft.com/en-us/azure/d...

  • 12840 Views
  • 7 replies
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Latest Reply
Vaitheesh
New Contributor II
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I have the latest Databricks CLI setup and configured in my Ubuntu VM. When I tried to run a job using the json template I generated using databricks jobs get 'xxxjob_idxxx' > orig.json it throws an unknown error.Databricks CLI v0.216.0databricks job...

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vijay_boopathy
by • New Contributor
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Hive vs Delta

I'm curious about your experiences with Hive and Delta Lake. What are the advantages of using Delta over Hive, and in what scenarios would you recommend choosing Delta for data processing tasks? I'd appreciate any insights or recommendations based on...

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Latest Reply
Walter_C
Databricks Employee
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Delta Lake offers several advantages over Hive. One of the key benefits is its design for petabyte-scale data lakes with streaming and fast access at the forefront. This makes it more suitable for near-real-time streams, unlike Hive. Delta Lake also ...

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William_Scardua
by • Valued Contributor
  • 3890 Views
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Drop array in a struct field

Hi guys,look my table definitionwell, I need to remove 'med array' inside that 'equip' field.have any idea ?Thank you

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Latest Reply
Sampath_Kumar
New Contributor II
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Hi William,There is array_remove method that can help to remove the elements from an array. Here med array is an element in equip array.If it not helpful, please share some sample data so that we can solve it together.Reference: array_removeThanks

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sharma_kamal
by • New Contributor III
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Resolved! Getting errors while reading data from URL

I'm encountering some issues while trying to read a public dataset from a URL using Databricks. Here's the code snippet(along with errors) I'm working with: I'm confused about Delta format error here.When I read data from a URL, how would it have a D...

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Latest Reply
MuthuLakshmi
Databricks Employee
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@sharma_kamal  Please disable the formatCheck in notebook and check if you could read the data The configuration command %sql SET spark.databricks.delta.formatCheck.enabled=false will disable the format check for Delta tables in Databricks. Databrick...

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Yuki
by • Contributor
  • 3332 Views
  • 2 replies
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Can I use Git provider with using Service Principal in job

Hi everyone,I'm trying to use Git provider in Databricks job.First, I was using my personal user account to `Run as`.But when I change `Run as` to Service Principal, it was failed because of permission error.And I can't find a way to solve it.Could I...

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Latest Reply
martindlarsson
New Contributor III
  • 1 kudos

The documentation is lacking in this area which should be easy to set up. Instead we are forced to search among community topics such as these.

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MAR1
by • New Contributor
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[ Databricks - Delta sharing ] Issue with Delta Sharing in Databricks: Unable to Query Shared Views

Hi guys, I've encountered an issue while attempting to query shared views via Delta Sharing in Databricks. We are using Delta Sharing Databricks-to-Databricks protocol to share data from a databricks environment deployed on azure to another databrick...

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Gabrosciurti
by • New Contributor
  • 2276 Views
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Can't run Delta Live Tables pipeline while using Mosaic

I'm just learning to use mosaic and delta live table in Databricks. I was following this example https://github.com/databrickslabs/mosaic/tree/main/notebooks/examples/python/OpenStreetMaps and after configuring everything I'm not able to run the pipe...

Data Engineering
Delta Live Tables
mosaic
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Leszek
by • Contributor
  • 1736 Views
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Delta Sharing - RESOURCE_LIMIT_EXCEEDED (AddFiles, RemoveFiles)

Hi,I would like to start using Delta Sharing but I would need to check if my tables hit limitations which are in the following article: RESOURCE_LIMIT_EXCEEDED error when querying a Delta Sharing table - Databricks.Delta Sharing has limits on the met...

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r-goswami
by • New Contributor II
  • 2859 Views
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Unable to create/save job of type "python script"

Hi All,We are facing an issue while creating a simple job of type "python script". A python file in workspace is selected as a source. No arguments/job parameters are provided. This is a strange behavior and just started occurring since today morning...

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Latest Reply
r-goswami
New Contributor II
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Hi Ayushi,How can I call call RESET API? this issue is occurring when creating a new job from databricks web UI. It looks like REST API is for resetting job settings of an existing job.Can this be an issue with the databricks workspace we are using?A...

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